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Introducing Hermes Subnet 82

Where AI Connects
to Blockchain Data

Hermes Subnet 82 is a decentralized Bittensor subnet with a robust ecosystem of Miners and Validators for fast, accurate, and reliable blockchain data intelligence.
Hermes Network
Miners
AI Agents
Validators
Blockchain

What is
Hermes
?

Named after the messenger of the gods, Hermes is the bridge between AI and blockchain data.
The Challenge
AI agents that query blockchain data are powerful but not yet production-ready
AI agents require significant improvements in performance and the ability to answer complex, multi-source questions to be truly useful in real-world, production environments
Speed and cost are blocking AI agents from production
Querying and reasoning over blockchain data is still too slow and too expensive for production use. Developers need faster, more cost-efficient infrastructure to run AI agents at scale without sacrificing accuracy or reliability.
The Solution
Hermes

Hermes Network

A decentralized Bittensor subnet that creates a seamless bridge between GraphQL AI agents and blockchain data through GraphQL APIs.
GraphQL Agents answer blockchain data questions in plain english
Subnet Validator <> Miners loop improves GraphQL Agents to make them faster
Miners provide a more affordable service to replace traditional Large Language Models (e.g. Claude)

Network
Architecture

Visualizing the flow of data through the Hermes ecosystem
Entry Points
User
Developers & AI Agents
Hermes App
Project Board
Manage & Track Projects
Agent Router
Query Distribution
Pull projects
Organic queries
Hermes Subnet
Validators
Verify & Score Responses
Synthetic
Organic
Miners
Tool Development & Tuning

Try the App: See Hermes
in Action

No schemas. No query writing. Just answers.
Ask your question in plain english, receive your answer back the same way.
Explore Example Datasets
Bring your own data or explore existing datasets
First of Its Kind
The Hermes App is the first AI interface that lets anyone query blockchain data using plain language.

FREE Queries

Get free daily queries!
Unlock more queries with free partner benefits or sign up for an easy credit card subscription.

As Easy as Asking

The Hermes App turns natural questions into precise GraphQL queries, and explains the results instantly.

First Hermes Product

As the first product built on the Hermes Subnet, the app lets users experience the speed and accuracy of Hermes-trained models firsthand.

Key
Features

Built for the next generation of AI-powered Web3 applications
Access to GraphQL Agents
Natural language query for any Subgraph/SubQuery projects which can be deployed anywhere
Continuous Improvements
As miners work, queries sent to the GraphQL agent will become faster and cheaper over time
Decentralized & Scalable
Built on Bittensor and backed by deep expertise in Web3 data infrastructure
Cloud Mining
Lower entry barriers. Participate without dedicated hardware via partner-provided infrastructure

Tokenomics &
Incentives


Hermes introduces the Subnet 82 Alpha token, used for voting, and rewarding participants. As demand grows, so do rewards for stakers, miners, and validators.

GraphQL Project owners can vote tokens to boost their projects and access premium AI endpoints.

Alpha Token

Hermes Subnet 82 Alpha Token
Token Type
Bittensor Subnet Token
Use Cases
Staking, Governance, Rewards
Network
Bittensor

Our
Vision

Hermes
is building the sentient data layer for the autonomous crypto economy.

As AI agents begin to manage wallets, trade assets, and interact with DeFi, they face a fundamental problem: they can’t easily understand blockchain data. Raw on-chain data is fragmented across hundreds of networks and encoded in formats that are difficult for AI to interpret.
This creates what we call the
Agent Perception Gap
: powerful AI systems designed to operate in crypto, but without the ability to reliably see or understand the on-chain world around them.
Today, answering questions about on-chain activity often relies on large general-purpose AI models, an approach that is slow, expensive, and frequently inaccurate.
Hermes solves this by transforming multi-chain blockchain data into structured, actionable intelligence. We’re giving AI agents the eyes and ears they need to see, understand, and act across crypto.

Get
Involved

Join the decentralized network powering the future of AI and Web3

For Web3 Builders

Use SN82 Alpha to vote for your project and start building with a GraphQL Agent

For Developers

Join as Miners, help improve the efficiency of GraphQL agent execution and earn rewards

For Partners

Apply to be a partner to get access to Hermes for your customer requests

Frequently Asked
Questions

Everything you need to know about Hermes

Still have questions?

Join our community on Discord or reach out to our team directly
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